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AI & Machine Learning

Generative AI

Job-focused preparation for generative AI roles: LLM application patterns, prompting/evals, RAG, safety, and light coding for evaluation harnesses — text-first, no model hosting required.

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You can read the curriculum below without an account. Enrollment opens your private study path.

Curriculum phases

  1. 1. GenAI Foundations

    • · GenAI Role and Interview Loop
    • · LLM Basics for Builders
    • · Prompting Patterns

  2. 2. Applications

    • · RAG Architecture
    • · Tools and Agents Lite
    • · Evals and Golden Sets

  3. 3. Production Concerns

    • · Safety, Guardrails, and Abuse
    • · Cost, Latency, and Quality
    • · Observability for LLM Apps

  4. 4. Interview Readiness

    • · GenAI System Design Cases
    • · GenAI Behavioral Stories
    • · Generative AI Mock Prep

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